Yi Sui
7 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
EACL (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
retrieval-augmented generation
(2)
attention mechanism
(1)
diffusion model
(1)
deep neural network
(1)
ensemble model
(1)
hallucination mitigation
(1)
generative model evaluation
(1)
knowledge integration
(1)
error classification
(1)
training data influence
(1)
mixed attention
(1)
neural network explanation
(1)
semantic synergy
(1)
energy quotient
(1)
dual-stream architecture
(1)
memorization detection
(1)
question-answering system
(1)
classifier explanation
(1)
representer point selection
(1)
local jacobian expansion
(1)
Papers
Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems
EACL 2026
Conformal Prediction Sets Can Cause Disparate Impact
ICLR 2025
Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge
EMNLP 2025
Self-supervised Representation Learning from Random Data Projectors
ICLR 2024
Conformal Prediction Sets Improve Human Decision Making
ICML 2024
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
NIPS 2023
Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models
NIPS 2021